1. Topics on Variable Selection in High-Dimensional Data Open Access Author: Wang, Jia Title: Topics on Variable Selection in High-Dimensional Data Graduate Program: Statistics Keywords: Bayesian variable selectionHigh-dimensional dataNetwork analysisPartially linear modelTime-varying network model File: Download Jia-Dissertation.pdf Committee Members: Lingzhou Xue, Major Field MemberDavid Hunter, Major Field MemberRongling Wu, Outside Unit & Field MemberRunze Li, Chair & Dissertation AdvisorEphraim Hanks, Program Head/Chair